IN-SILICO STUDIES OF SOME INDOLE DERIVATIVES AS AN ANTI-HEPATITIS C DRUG.

Detalhes bibliográficos
Autor(a) principal: Bello, Abubakar Sadiq
Data de Publicação: 2018
Outros Autores: Uzairu, Adamu, Shalangwa, Gideon Adamu, Abdulkadir, Ibrahim
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Revista de Engenharia Química e Química
Texto Completo: https://periodicos.ufv.br/jcec/article/view/2514
Resumo: A combined three-dimensional quantitative structure-activity relationship (QSAR) modeling and molecular docking studies were carried out on the 64 indole derivatives and was accomplished to profoundly understand the structure-activity correlation of indole-based inhibitors of the HCV NS5B polymerase against HCV. Genetic function approximation (GFA) of Material studio software version 8 was used to perform the QSAR study while Autodock vina version 4.0 of Pyrx software was used for molecular docking studies of the selected indole derivatives. The optimum model builds exhibited statistically significant results: squared correlation coefficient (R2) of 0.760, adjusted squared correlation coefficient (R2 adj) value of 0.708, Leave one out (LOO) cross-validation coefficient value of 0.634 and the external validation (R2 pred) of 0.621. Molecular docking study of the indole derivative with 1G8Q as the protein target revealed that the best binding affinity with the docking scores of -9.4 kcal/mol formed hydrophobic interaction and H-bonding with amino acid residues of HCV NS5B polymerase. The QSAR model generated and molecular docking results proposed that the model had a good level of stability, strength, and predictability at internal and external validation, and the physicochemical parameters are to be analyzed when designing new indole derivatives agent with better activity against the 1G8Q target site.
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spelling IN-SILICO STUDIES OF SOME INDOLE DERIVATIVES AS AN ANTI-HEPATITIS C DRUG.QSARmolecular dockingindoleHCVNS5B polymeraseBinding energy.A combined three-dimensional quantitative structure-activity relationship (QSAR) modeling and molecular docking studies were carried out on the 64 indole derivatives and was accomplished to profoundly understand the structure-activity correlation of indole-based inhibitors of the HCV NS5B polymerase against HCV. Genetic function approximation (GFA) of Material studio software version 8 was used to perform the QSAR study while Autodock vina version 4.0 of Pyrx software was used for molecular docking studies of the selected indole derivatives. The optimum model builds exhibited statistically significant results: squared correlation coefficient (R2) of 0.760, adjusted squared correlation coefficient (R2 adj) value of 0.708, Leave one out (LOO) cross-validation coefficient value of 0.634 and the external validation (R2 pred) of 0.621. Molecular docking study of the indole derivative with 1G8Q as the protein target revealed that the best binding affinity with the docking scores of -9.4 kcal/mol formed hydrophobic interaction and H-bonding with amino acid residues of HCV NS5B polymerase. The QSAR model generated and molecular docking results proposed that the model had a good level of stability, strength, and predictability at internal and external validation, and the physicochemical parameters are to be analyzed when designing new indole derivatives agent with better activity against the 1G8Q target site.Universidade Federal de Viçosa - UFV2018-07-04info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://periodicos.ufv.br/jcec/article/view/251410.18540/jcecvl4iss2pp0265-0275The Journal of Engineering and Exact Sciences; Vol. 4 No. 2 (2018); 0265-0275The Journal of Engineering and Exact Sciences; Vol. 4 Núm. 2 (2018); 0265-0275The Journal of Engineering and Exact Sciences; v. 4 n. 2 (2018); 0265-02752527-1075reponame:Revista de Engenharia Química e Químicainstname:Universidade Federal de Viçosa (UFV)instacron:UFVenghttps://periodicos.ufv.br/jcec/article/view/2514/1059Bello, Abubakar SadiqUzairu, AdamuShalangwa, Gideon AdamuAbdulkadir, Ibrahiminfo:eu-repo/semantics/openAccess2018-12-05T12:57:33Zoai:ojs.periodicos.ufv.br:article/2514Revistahttp://www.seer.ufv.br/seer/rbeq2/index.php/req2/indexONGhttps://periodicos.ufv.br/jcec/oaijcec.journal@ufv.br||req2@ufv.br2446-94162446-9416opendoar:2018-12-05T12:57:33Revista de Engenharia Química e Química - Universidade Federal de Viçosa (UFV)false
dc.title.none.fl_str_mv IN-SILICO STUDIES OF SOME INDOLE DERIVATIVES AS AN ANTI-HEPATITIS C DRUG.
title IN-SILICO STUDIES OF SOME INDOLE DERIVATIVES AS AN ANTI-HEPATITIS C DRUG.
spellingShingle IN-SILICO STUDIES OF SOME INDOLE DERIVATIVES AS AN ANTI-HEPATITIS C DRUG.
Bello, Abubakar Sadiq
QSAR
molecular docking
indole
HCV
NS5B polymerase
Binding energy.
title_short IN-SILICO STUDIES OF SOME INDOLE DERIVATIVES AS AN ANTI-HEPATITIS C DRUG.
title_full IN-SILICO STUDIES OF SOME INDOLE DERIVATIVES AS AN ANTI-HEPATITIS C DRUG.
title_fullStr IN-SILICO STUDIES OF SOME INDOLE DERIVATIVES AS AN ANTI-HEPATITIS C DRUG.
title_full_unstemmed IN-SILICO STUDIES OF SOME INDOLE DERIVATIVES AS AN ANTI-HEPATITIS C DRUG.
title_sort IN-SILICO STUDIES OF SOME INDOLE DERIVATIVES AS AN ANTI-HEPATITIS C DRUG.
author Bello, Abubakar Sadiq
author_facet Bello, Abubakar Sadiq
Uzairu, Adamu
Shalangwa, Gideon Adamu
Abdulkadir, Ibrahim
author_role author
author2 Uzairu, Adamu
Shalangwa, Gideon Adamu
Abdulkadir, Ibrahim
author2_role author
author
author
dc.contributor.author.fl_str_mv Bello, Abubakar Sadiq
Uzairu, Adamu
Shalangwa, Gideon Adamu
Abdulkadir, Ibrahim
dc.subject.por.fl_str_mv QSAR
molecular docking
indole
HCV
NS5B polymerase
Binding energy.
topic QSAR
molecular docking
indole
HCV
NS5B polymerase
Binding energy.
description A combined three-dimensional quantitative structure-activity relationship (QSAR) modeling and molecular docking studies were carried out on the 64 indole derivatives and was accomplished to profoundly understand the structure-activity correlation of indole-based inhibitors of the HCV NS5B polymerase against HCV. Genetic function approximation (GFA) of Material studio software version 8 was used to perform the QSAR study while Autodock vina version 4.0 of Pyrx software was used for molecular docking studies of the selected indole derivatives. The optimum model builds exhibited statistically significant results: squared correlation coefficient (R2) of 0.760, adjusted squared correlation coefficient (R2 adj) value of 0.708, Leave one out (LOO) cross-validation coefficient value of 0.634 and the external validation (R2 pred) of 0.621. Molecular docking study of the indole derivative with 1G8Q as the protein target revealed that the best binding affinity with the docking scores of -9.4 kcal/mol formed hydrophobic interaction and H-bonding with amino acid residues of HCV NS5B polymerase. The QSAR model generated and molecular docking results proposed that the model had a good level of stability, strength, and predictability at internal and external validation, and the physicochemical parameters are to be analyzed when designing new indole derivatives agent with better activity against the 1G8Q target site.
publishDate 2018
dc.date.none.fl_str_mv 2018-07-04
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://periodicos.ufv.br/jcec/article/view/2514
10.18540/jcecvl4iss2pp0265-0275
url https://periodicos.ufv.br/jcec/article/view/2514
identifier_str_mv 10.18540/jcecvl4iss2pp0265-0275
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://periodicos.ufv.br/jcec/article/view/2514/1059
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Viçosa - UFV
publisher.none.fl_str_mv Universidade Federal de Viçosa - UFV
dc.source.none.fl_str_mv The Journal of Engineering and Exact Sciences; Vol. 4 No. 2 (2018); 0265-0275
The Journal of Engineering and Exact Sciences; Vol. 4 Núm. 2 (2018); 0265-0275
The Journal of Engineering and Exact Sciences; v. 4 n. 2 (2018); 0265-0275
2527-1075
reponame:Revista de Engenharia Química e Química
instname:Universidade Federal de Viçosa (UFV)
instacron:UFV
instname_str Universidade Federal de Viçosa (UFV)
instacron_str UFV
institution UFV
reponame_str Revista de Engenharia Química e Química
collection Revista de Engenharia Química e Química
repository.name.fl_str_mv Revista de Engenharia Química e Química - Universidade Federal de Viçosa (UFV)
repository.mail.fl_str_mv jcec.journal@ufv.br||req2@ufv.br
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